https://github.com/jaysonjeg/FacialDynamicsHMM
Tip revision: 649ff3afa26624b9962409bb67543197668171ef authored by jaysonjeg on 01 December 2021, 11:29:02 UTC
update readme
update readme
Tip revision: 649ff3a
runHMM_JJ1.m
function [hmm,Gamma,Gammaup,Xi,vpath,fehist,maxFO,newframerate] = runHMM_JJ1(configurations,X,T)
%Make sure initGamma_random is set to rng(1) for reproducibility
t = (0:T(1)-1)/configurations{1}.Fs;
L = length(configurations);
Gamma = cell(length(configurations),1);
hmm={}; Xi={}; vpath={};fehist={}; Gammaup={}; maxFO={};
tic
for i = 1:length(configurations)
tic
disp([num2str(i) ' of ' num2str(L)])
[hmm{i},Gamma{i},Xi{i},vpath{i},~,~,fehist{i}] = hmmmar(X,T,configurations{i});
if isfield(configurations{i},'downsample')
Gammaup{i}=padGamma(Gamma{i},T,configurations{i}); %upsampled Gamma
tdown=downsample(t,ceil(configurations{i}.Fs/configurations{i}.downsample)); %common to all configurations
else
Gammaup{i}=Gamma{i};
end
maxFO{i} = getMaxFractionalOccupancy(Gammaup{i},T,configurations{i});
toc
end
toc
if isfield(configurations{1},'downsample')
newframerate=configurations{1}.downsample;
else
newframerate=Fs;
end
playtone();
end